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1.
Metabolism ; 64(10): 1316-23, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26282733

ABSTRACT

AIM: Fibrosis is one postulated pathway by which diabetes produces cardiac and other systemic complications. Our aim was to determine which metabolic parameters are associated with circulating fibrosis-related biomarkers transforming growth factor-ß (TGF-ß) and procollagen type III N-terminal propeptide (PIIINP). METHODS: We used linear regression to determine the cross-sectional associations of diverse metabolic parameters, including fasting glucose, fasting insulin, body mass index, fatty acid binding protein 4, and non-esterified fatty acids, with circulating levels of TGF-ß (n = 1559) and PIIINP (n = 3024) among community-living older adults in the Cardiovascular Health Study. RESULTS: Among the main metabolic parameters we examined, only fasting glucose was associated with TGF-ß (P = 0.03). In contrast, multiple metabolic parameters were associated with PIIINP, including fasting insulin, body mass index, and non-esterified fatty acids (P<0.001, P<0.001, P=0.001, respectively). These associations remained statistically significant after mutual adjustment, except the association between BMI and PIIINP. CONCLUSIONS: Isolated hyperglycemia is associated with higher serum concentrations of TGF-ß, while a broader phenotype of insulin resistance is associated with higher serum PIIINP. Whether simultaneous pharmacologic targeting of these two metabolic phenotypes can synergistically reduce the risk of cardiac and other manifestations of fibrosis remains to be determined.


Subject(s)
Biomarkers/blood , Diabetes Mellitus/blood , Metabolic Diseases/blood , Metabolic Diseases/complications , Aged , Aged, 80 and over , Blood Glucose/metabolism , Cardiovascular System/metabolism , Cardiovascular System/physiopathology , Cross-Sectional Studies , Diabetes Complications/blood , Diabetes Complications/physiopathology , Fatty Acids, Nonesterified/blood , Female , Fibrosis/blood , Health , Humans , Insulin/blood , Insulin Resistance , Male , Metabolic Diseases/physiopathology , Peptide Fragments , Procollagen , Transforming Growth Factor beta/blood
2.
Atherosclerosis ; 239(2): 539-46, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25725316

ABSTRACT

OBJECTIVE: Fibrosis has been implicated in a number of pathological, organ-based conditions of the liver, kidney, heart, and lungs. The objective of this study was to determine whether biomarkers of fibrosis are associated with vascular disease in the large and/or small vessels. METHODS: We evaluated the associations of two circulating biomarkers of fibrosis, transforming growth factor-ß (TGF-ß) and procollagen type III N-terminal propeptide (PIIINP), with incident peripheral artery disease (PAD) and subclinical macrovascular (carotid intima-media thickness, flow-mediated vasodilation, ankle-brachial index, retinal vein diameter), and microvascular (retinal artery diameter and retinopathy) disease among older adults in the Cardiovascular Health Study. We measured TGF-ß and PIIINP from samples collected in 1996 and ascertained clinical PAD through 2011. Measurements of large and small vessels were collected between 1996 and 1998. RESULTS: After adjustment for sociodemographic, clinical, and biochemical risk factors, TGF-ß was associated with incident PAD (hazard ratio [HR] = 1.36 per doubling of TGF-ß, 95% confidence interval [CI] = 1.04, 1.78) and retinal venular diameter (1.63 µm per doubling of TGF-ß, CI = 0.23, 3.02). PIIINP was not associated with incident PAD, but was associated with carotid intima-media thickness (0.102 mm per doubling of PIIINP, CI = 0.029, 0.174) and impaired brachial artery reactivity (-0.20% change per doubling of PIIINP, CI = -0.39, -0.02). Neither TGF-ß nor PIIINP were associated with retinal arteriolar diameter or retinopathy. CONCLUSIONS: Serum concentrations of fibrosis-related biomarkers were associated with several measures of large vessel disease, including incident PAD, but not with small vessel disease. Fibrosis may contribute to large vessel atherosclerosis in older adults.


Subject(s)
Biomarkers/blood , Carotid Artery Diseases/blood , Peptide Fragments/blood , Peripheral Arterial Disease/blood , Procollagen/blood , Retinal Diseases/blood , Transforming Growth Factor beta/blood , Aged , Ankle Brachial Index , Brachial Artery/physiopathology , Carotid Artery Diseases/diagnosis , Carotid Artery Diseases/epidemiology , Carotid Artery Diseases/physiopathology , Carotid Intima-Media Thickness , Cross-Sectional Studies , Female , Fibrosis , Humans , Incidence , Male , Peripheral Arterial Disease/diagnosis , Peripheral Arterial Disease/epidemiology , Peripheral Arterial Disease/physiopathology , Predictive Value of Tests , Prognosis , Prospective Studies , Retinal Diseases/diagnosis , Retinal Diseases/epidemiology , Retinal Diseases/physiopathology , Risk Factors , United States/epidemiology , Vasodilation
3.
Circ Cardiovasc Genet ; 7(6): 864-72, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25245031

ABSTRACT

BACKGROUND: Dimethylarginines (DMA) interfere with nitric oxide formation by inhibiting nitric oxide synthase (asymmetrical DMA [ADMA]) and l-arginine uptake into the cell (ADMA and symmetrical DMA [SDMA]). In prospective clinical studies, ADMA has been characterized as a cardiovascular risk marker, whereas SDMA is a novel marker for renal function and associated with all-cause mortality after ischemic stroke. The aim of the current study was to characterize the environmental and genetic contributions to interindividual variability of these biomarkers. METHODS AND RESULTS: This study comprised a genome-wide association analysis of 3 well-characterized population-based cohorts (Framingham Heart Study [FHS; n=2992], Gutenberg Health Study [GHS; n=4354], and Multinational Monitoring of Trends and Determinants in Cardiovascular Disease Study [MONICA]/Cooperative Health Research in the Augsburg Area, Augsburg, Bavaria, Germany [KORA] F3 [n=581]) and identified replicated loci (DDAH1, MED23, Arg1, and AGXT2) associated with the interindividual variability in ADMA, l-arginine, and SDMA. Experimental in silico and in vitro studies confirmed functional significance of the identified AGXT2 variants. Clinical outcome analysis in 384 patients of the Leeds stroke study demonstrated an association between increased plasma levels of SDMA, AGXT2 variants, and various cardiometabolic risk factors. AGXT2 variants were not associated with poststroke survival in the Leeds study or were they associated with incident stroke in the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium. CONCLUSIONS: These genome-wide association study support the importance of DDAH1 and MED23/Arg1 in regulating ADMA and l-arginine metabolism, respectively, and identify a novel regulatory renal pathway for SDMA by AGXT2. AGXT2 variants might explain part of the pathogenic link between SDMA, renal function, and outcome. An association between AGXT2 variants and stroke is unclear and warrants further investigation.


Subject(s)
Arginine/analogs & derivatives , Arginine/blood , Genome-Wide Association Study , Adult , Aged , Amidohydrolases/genetics , Binding Sites , Cohort Studies , Female , Genetic Loci , Genotype , HEK293 Cells , Humans , Male , Mediator Complex/genetics , Middle Aged , Polymorphism, Single Nucleotide , Protein Structure, Tertiary , Risk Factors , Stroke/genetics , Stroke/mortality , Stroke/pathology , Substrate Specificity , Transaminases/chemistry , Transaminases/genetics , Transaminases/metabolism
4.
Circ Arrhythm Electrophysiol ; 7(4): 583-9, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24963008

ABSTRACT

BACKGROUND: Fibrotic changes in the heart and arteries have been implicated in a diverse range of cardiovascular diseases (CVD), but whether circulating biomarkers that reflect fibrosis are associated with CVD is unknown. METHODS AND RESULTS: We determined the associations of 2 biomarkers of fibrosis, transforming growth factor- ß (TGF-ß), and procollagen type III N-terminal propeptide (PIIINP), with incident heart failure, myocardial infarction, and stroke among community-living older adults in the Cardiovascular Health Study. We measured circulating TGF-ß (n=1371) and PIIINP (n=2568) from plasma samples collected in 1996 and ascertained events through 2010. Given TGF-ß's pleiotropic effects on inflammation and fibrogenesis, we investigated potential effect modification by C-reactive protein in secondary analyses. After adjustment for sociodemographic, clinical, and biochemical risk factors, PIIINP was associated with total CVD (hazard ratio [HR] per SD=1.07; 95% confidence interval [CI], 1.01-1.14) and heart failure (HR per SD=1.08; CI, 1.01-1.16) but not myocardial infarction or stroke. TGF-ß was not associated with any CVD outcomes in the full cohort but was associated with total CVD (HR per SD=1.16; CI, 1.02-1.31), heart failure (HR per SD=1.16; CI, 1.01-1.34), and stroke (HR per SD=1.20; CI, 1.01-1.42) among individuals with C-reactive protein above the median, 2.3 mg/L (P interaction <0.05). CONCLUSIONS: Our findings provide large-scale, prospective evidence that circulating biomarkers of fibrosis, measured in community-living individuals late in life, are associated with CVD. Further research on whether TGF-ß has a stronger fibrogenic effect in the setting of inflammation is warranted.


Subject(s)
Cardiovascular Diseases/blood , Cardiovascular Diseases/epidemiology , Peptide Fragments/blood , Procollagen/blood , Transforming Growth Factor beta/blood , Age Factors , Aged , Aged, 80 and over , Aging/blood , Biomarkers/blood , C-Reactive Protein/analysis , Cardiovascular Diseases/pathology , Female , Fibrosis , Heart Failure/blood , Heart Failure/epidemiology , Heart Failure/pathology , Humans , Incidence , Male , Myocardial Infarction/blood , Myocardial Infarction/epidemiology , Myocardial Infarction/pathology , Prognosis , Prospective Studies , Risk Assessment , Risk Factors , Stroke/blood , Stroke/epidemiology , Stroke/pathology , Time Factors , United States/epidemiology
5.
Am Heart J ; 167(5): 723-8.e2, 2014 May.
Article in English | MEDLINE | ID: mdl-24766983

ABSTRACT

BACKGROUND: Cardiac fibrosis is thought to play a central role in the pathogenesis of atrial fibrillation (AF). Retrospective studies have suggested that circulating fibrosis biomarkers are associated with AF, but prospective studies are limited. METHODS: We measured circulating levels of 2 fibrosis biomarkers, procollagen type III, N-terminal propeptide (PIIINP) and transforming growth factor ß1 among participants of the CHS, a population-based study of older Americans. We used Cox proportional hazards and competing risks models to examine adjusted risk of incident AF over a median follow-up of 8.8 years. RESULTS: Levels of PIIINP were assessed in 2,935 participants, of whom 767 developed AF. Compared with the median PIIINP level (4.45 µg/L), adjusted hazard ratios (95% CIs) were 0.85 (0.72-1.00) at the 10th percentile, 0.93 (0.88-0.99) at the 25th percentile, 1.04 (0.95-1.04) at the 75th percentile, and 1.07 (0.90-1.26) at the 90th. Transforming growth factor ß1 levels, assessed in 1,538 participants with 408 cases of incident AF, were not associated with AF risk. CONCLUSION: In older adults, PIIINP levels were associated with risk of incident AF in a complex manner, with an association that appeared to be positive up to median levels but with little relationship beyond that. Further studies are required to confirm and possibly delineate the mechanism for this relationship.


Subject(s)
Atrial Fibrillation/blood , Cardiomyopathies/blood , Peptide Fragments/blood , Procollagen/blood , Transforming Growth Factor beta1/blood , Aged , Atrial Fibrillation/epidemiology , Atrial Fibrillation/etiology , Biomarkers/blood , Cardiomyopathies/complications , Cardiomyopathies/epidemiology , Electrocardiography , Enzyme-Linked Immunosorbent Assay , Female , Fibrosis/blood , Fibrosis/complications , Fibrosis/epidemiology , Follow-Up Studies , Humans , Incidence , Male , Prospective Studies , Risk Factors , Time Factors , United States/epidemiology
6.
Am J Epidemiol ; 179(11): 1331-9, 2014 Jun 01.
Article in English | MEDLINE | ID: mdl-24771724

ABSTRACT

Fibrosis has been implicated in diverse diseases of the liver, kidney, lungs, and heart, but its importance as a risk factor for mortality remains unconfirmed. We determined the prospective associations of 2 complementary biomarkers of fibrosis, transforming growth factor-ß (TGF-ß) and procollagen type III N-terminal propeptide (PIIINP), with total and cause-specific mortality risks among community-living older adults in the Cardiovascular Health Study (1996-2010). We measured circulating TGF-ß and PIIINP levels in plasma samples collected in 1996 and ascertained the number of deaths through 2010. Both TGF-ß and PIIINP were associated with elevated risks of total and pulmonary mortality after adjustment for sociodemographic, clinical, and biochemical risk factors. For total mortality, the hazard ratios per doubling of TGF-ß and PIIINP were 1.09 (95% confidence interval (CI): 1.01, 1.17; P = 0.02) and 1.14 (CI: 1.03, 1.27; P = 0.01), respectively. The corresponding hazard ratios for pulmonary mortality were 1.27 (CI: 1.01, 1.60; P = 0.04) for TGF-ß and 1.52 (CI: 1.11, 2.10; P = 0.01) for PIIINP. Associations of TGF-ß and PIIINP with total and pulmonary mortality were strongest among individuals with higher C-reactive protein concentrations (P for interaction < 0.05). Our findings provide some of the first large-scale prospective evidence that circulating biomarkers of fibrosis measured late in life are associated with death.


Subject(s)
Cause of Death , Fibrosis/mortality , Peptide Fragments/blood , Procollagen/blood , Transforming Growth Factor beta/blood , Aged , Aged, 80 and over , Biomarkers/blood , Female , Fibrosis/blood , Follow-Up Studies , Humans , Likelihood Functions , Male , Multivariate Analysis , Proportional Hazards Models , Prospective Studies , Risk Factors
7.
PLoS One ; 8(6): e65804, 2013.
Article in English | MEDLINE | ID: mdl-23776548

ABSTRACT

Narrow arterioles in the retina have been shown to predict hypertension as well as other vascular diseases, likely through an increase in the peripheral resistance of the microcirculatory flow. In this study, we performed a genome-wide association study in 18,722 unrelated individuals of European ancestry from the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium and the Blue Mountain Eye Study, to identify genetic determinants associated with variations in retinal arteriolar caliber. Retinal vascular calibers were measured on digitized retinal photographs using a standardized protocol. One variant (rs2194025 on chromosome 5q14 near the myocyte enhancer factor 2C MEF2C gene) was associated with retinal arteriolar caliber in the meta-analysis of the discovery cohorts at genome-wide significance of P-value <5×10(-8). This variant was replicated in an additional 3,939 individuals of European ancestry from the Australian Twins Study and Multi-Ethnic Study of Atherosclerosis (rs2194025, P-value = 2.11×10(-12) in combined meta-analysis of discovery and replication cohorts). In independent studies of modest sample sizes, no significant association was found between this variant and clinical outcomes including coronary artery disease, stroke, myocardial infarction or hypertension. In conclusion, we found one novel loci which underlie genetic variation in microvasculature which may be relevant to vascular disease. The relevance of these findings to clinical outcomes remains to be determined.


Subject(s)
Arterioles/metabolism , Chromosomes, Human, Pair 5/genetics , Genetic Loci/genetics , Microcirculation/genetics , Retinal Vessels/metabolism , Aged , Aged, 80 and over , Female , Genome-Wide Association Study , Genotype , Humans , MEF2 Transcription Factors/genetics , Male , Middle Aged , Models, Genetic , White People/genetics
8.
Genet Epidemiol ; 37(5): 512-521, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23650146

ABSTRACT

Venous thromboembolism (VTE) is a common, heritable disease resulting in high rates of hospitalization and mortality. Yet few associations between VTE and genetic variants, all in the coagulation pathway, have been established. To identify additional genetic determinants of VTE, we conducted a two-stage genome-wide association study (GWAS) among individuals of European ancestry in the extended cohorts for heart and aging research in genomic epidemiology (CHARGE) VTE consortium. The discovery GWAS comprised 1,618 incident VTE cases out of 44,499 participants from six community-based studies. Genotypes for genome-wide single-nucleotide polymorphisms (SNPs) were imputed to approximately 2.5 million SNPs in HapMap and association with VTE assessed using study-design appropriate regression methods. Meta-analysis of these results identified two known loci, in F5 and ABO. Top 1,047 tag SNPs (P ≤ 0.0016) from the discovery GWAS were tested for association in an additional 3,231 cases and 3,536 controls from three case-control studies. In the combined data from these two stages, additional genome-wide significant associations were observed on 4q35 at F11 (top SNP rs4253399, intronic to F11) and on 4q28 at FGG (rs6536024, 9.7 kb from FGG; P < 5.0 × 10(-13) for both). The associations at the FGG locus were not completely explained by previously reported variants. Loci at or near SUSD1 and OTUD7A showed borderline yet novel associations (P < 5.0 × 10(-6) ) and constitute new candidate genes. In conclusion, this large GWAS replicated key genetic associations in F5 and ABO, and confirmed the importance of F11 and FGG loci for VTE. Future studies are warranted to better characterize the associations with F11 and FGG and to replicate the new candidate associations.


Subject(s)
Genome-Wide Association Study , Polymorphism, Single Nucleotide , Venous Thromboembolism/genetics , Aged , Aging , Case-Control Studies , Cohort Studies , Female , Humans , Male , Meta-Analysis as Topic , Middle Aged , Regression Analysis , Risk Factors , Venous Thromboembolism/epidemiology
9.
PLoS One ; 8(2): e54232, 2013.
Article in English | MEDLINE | ID: mdl-23393555

ABSTRACT

BACKGROUND: Mild retinopathy (microaneurysms or dot-blot hemorrhages) is observed in persons without diabetes or hypertension and may reflect microvascular disease in other organs. We conducted a genome-wide association study (GWAS) of mild retinopathy in persons without diabetes. METHODS: A working group agreed on phenotype harmonization, covariate selection and analytic plans for within-cohort GWAS. An inverse-variance weighted fixed effects meta-analysis was performed with GWAS results from six cohorts of 19,411 Caucasians. The primary analysis included individuals without diabetes and secondary analyses were stratified by hypertension status. We also singled out the results from single nucleotide polymorphisms (SNPs) previously shown to be associated with diabetes and hypertension, the two most common causes of retinopathy. RESULTS: No SNPs reached genome-wide significance in the primary analysis or the secondary analysis of participants with hypertension. SNP, rs12155400, in the histone deacetylase 9 gene (HDAC9) on chromosome 7, was associated with retinopathy in analysis of participants without hypertension, -1.3±0.23 (beta ± standard error), p = 6.6×10(-9). Evidence suggests this was a false positive finding. The minor allele frequency was low (∼2%), the quality of the imputation was moderate (r(2) ∼0.7), and no other common variants in the HDAC9 gene were associated with the outcome. SNPs found to be associated with diabetes and hypertension in other GWAS were not associated with retinopathy in persons without diabetes or in subgroups with or without hypertension. CONCLUSIONS: This GWAS of retinopathy in individuals without diabetes showed little evidence of genetic associations. Further studies are needed to identify genes associated with these signs in order to help unravel novel pathways and determinants of microvascular diseases.


Subject(s)
Genome-Wide Association Study/methods , Retinal Diseases/genetics , Aged , Aged, 80 and over , Female , Genotype , Histone Deacetylases/genetics , Humans , Hypertension , Male , Polymorphism, Single Nucleotide/genetics , Repressor Proteins/genetics
10.
Am J Cardiol ; 111(10): 1437-42, 2013 May 15.
Article in English | MEDLINE | ID: mdl-23433758

ABSTRACT

Nonadherence to cardiovascular medications such as statins is a common, important problem. Clinicians currently rely on intuition to identify medication nonadherence. The visit-to-visit variability (VVV) of low-density lipoprotein (LDL) cholesterol might represent an opportunity to identify statin nonadherence with greater accuracy. We examined the clinical and pharmacy data from 782 members of the Boston Medical Center Health Plan, seen at either the Boston Medical Center or its affiliated community health centers, who were taking statins and had ≥3 LDL cholesterol measurements from 2008 to 2011. The LDL cholesterol VVV (defined by the within-patient SD) was categorized into quintiles. Multivariate logistic regression models were generated with statin nonadherence (defined by the standard 80% pharmacy refill-based medication possession ratio threshold) as the dependent variable. The proportion of statin nonadherence increased across the quintiles of LDL cholesterol VVV (64.3%, 71.2%, 89.2%, 92.3%, 91.7%). Higher quintiles of LDL cholesterol VVV had a strong positive association with statin nonadherence, with an adjusted odds ratio of 3.4 (95% confidence interval 1.7 to 7.1) in the highest versus lowest quintile of LDL cholesterol VVV. The age- and gender-adjusted model had poor discrimination (C-statistic 0.62, 95% confidence interval 0.57 to 0.67), but the final adjusted model (age, gender, race, mean LDL cholesterol) demonstrated good discrimination (C-statistic 0.75, 95% confidence interval 0.71 to 0.79) between the adherent and nonadherent patients. In conclusion, the VVV of LDL cholesterol demonstrated a strong association with statin nonadherence in a clinic setting. Furthermore, a VVV of LDL cholesterol-based model had good discrimination characteristics for statin nonadherence. Research is needed to validate and generalize these findings to other populations and biomarkers.


Subject(s)
Cholesterol, LDL/blood , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hypercholesterolemia/drug therapy , Medication Adherence , Office Visits/statistics & numerical data , Boston/epidemiology , Female , Follow-Up Studies , Humans , Hypercholesterolemia/blood , Hypercholesterolemia/epidemiology , Male , Middle Aged , Odds Ratio , Pilot Projects , Retrospective Studies
11.
Hum Mol Genet ; 22(10): 2119-27, 2013 May 15.
Article in English | MEDLINE | ID: mdl-23314186

ABSTRACT

With white blood cell count emerging as an important risk factor for chronic inflammatory diseases, genetic associations of differential leukocyte types, specifically monocyte count, are providing novel candidate genes and pathways to further investigate. Circulating monocytes play a critical role in vascular diseases such as in the formation of atherosclerotic plaque. We performed a joint and ancestry-stratified genome-wide association analyses to identify variants specifically associated with monocyte count in 11 014 subjects in the electronic Medical Records and Genomics Network. In the joint and European ancestry samples, we identified novel associations in the chromosome 16 interferon regulatory factor 8 (IRF8) gene (P-value = 2.78×10(-16), ß = -0.22). Other monocyte associations include novel missense variants in the chemokine-binding protein 2 (CCBP2) gene (P-value = 1.88×10(-7), ß = 0.30) and a region of replication found in ribophorin I (RPN1) (P-value = 2.63×10(-16), ß = -0.23) on chromosome 3. The CCBP2 and RPN1 region is located near GATA binding protein2 gene that has been previously shown to be associated with coronary heart disease. On chromosome 9, we found a novel association in the prostaglandin reductase 1 gene (P-value = 2.29×10(-7), ß = 0.16), which is downstream from lysophosphatidic acid receptor 1. This region has previously been shown to be associated with monocyte count. We also replicated monocyte associations of genome-wide significance (P-value = 5.68×10(-17), ß = -0.23) at the integrin, alpha 4 gene on chromosome 2. The novel IRF8 results and further replications provide supporting evidence of genetic regions associated with monocyte count.


Subject(s)
Atherosclerosis/blood , Atherosclerosis/genetics , Chromosomes, Human/genetics , Genome-Wide Association Study , Leukocyte Count , Adult , Aged , Chromosomes, Human/metabolism , Female , GATA2 Transcription Factor/genetics , GATA2 Transcription Factor/metabolism , Humans , Integrin alpha4/genetics , Integrin alpha4/metabolism , Interferon Regulatory Factors/genetics , Interferon Regulatory Factors/metabolism , Male , Membrane Proteins/genetics , Membrane Proteins/metabolism , Middle Aged , Monocytes , Mutation, Missense , Receptors, Chemokine/genetics , Receptors, Chemokine/metabolism , Receptors, Lysophosphatidic Acid/genetics , Receptors, Lysophosphatidic Acid/metabolism
12.
Circ Cardiovasc Genet ; 6(1): 37-46, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23275298

ABSTRACT

BACKGROUND: Using data from 4 community-based cohorts of African Americans, we tested the association between genome-wide markers (single-nucleotide polymorphisms) and cardiac phenotypes in the Candidate-gene Association Resource study. METHODS AND RESULTS: Among 6765 African Americans, we related age, sex, height, and weight-adjusted residuals for 9 cardiac phenotypes (assessed by echocardiogram or magnetic resonance imaging) to 2.5 million single-nucleotide polymorphisms genotyped using Genome-wide Affymetrix Human SNP Array 6.0 (Affy6.0) and the remainder imputed. Within the cohort, genome-wide association analysis was conducted, followed by meta-analysis across cohorts using inverse variance weights (genome-wide significance threshold=4.0 ×10(-7)). Supplementary pathway analysis was performed. We attempted replication in 3 smaller cohorts of African ancestry and tested lookups in 1 consortium of European ancestry (EchoGEN). Across the 9 phenotypes, variants in 4 genetic loci reached genome-wide significance: rs4552931 in UBE2V2 (P=1.43×10(-7)) for left ventricular mass, rs7213314 in WIPI1 (P=1.68×10(-7)) for left ventricular internal diastolic diameter, rs1571099 in PPAPDC1A (P=2.57×10(-8)) for interventricular septal wall thickness, and rs9530176 in KLF5 (P=4.02×10(-7)) for ejection fraction. Associated variants were enriched in 3 signaling pathways involved in cardiac remodeling. None of the 4 loci replicated in cohorts of African ancestry was confirmed in lookups in EchoGEN. CONCLUSIONS: In the largest genome-wide association study of cardiac structure and function to date in African Americans, we identified 4 genetic loci related to left ventricular mass, interventricular septal wall thickness, left ventricular internal diastolic diameter, and ejection fraction, which reached genome-wide significance. Replication results suggest that these loci may be unique to individuals of African ancestry. Additional large-scale studies are warranted for these complex phenotypes.


Subject(s)
Black or African American/genetics , Genome-Wide Association Study , Heart/physiology , Polymorphism, Single Nucleotide , Systole , Aged , Cohort Studies , Diastole , Echocardiography , Female , Genotype , Heart/anatomy & histology , Humans , Male , Middle Aged , Phenotype , White People/genetics
13.
Med Sci Sports Exerc ; 45(1): 109-15, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22895372

ABSTRACT

PURPOSE: Whereas greater physical activity (PA) is known to prevent cardiovascular disease (CVD), the relative importance of performing PA in sustained bouts of activity versus shorter bouts of activity on CVD risk is not known. The objective of this study was to investigate the relationship between moderate-to-vigorous PA (MVPA), measured in bouts ≥10 and <10 min, and CVD risk factors in a well-characterized community-based sample of white adults. METHODS: We conducted a cross-sectional analysis of 2109 participants in the Third Generation Cohort of the Framingham Heart Study (mean age = 47 yr, 55% women) who underwent objective assessment of PA by accelerometry over 5-7 d. Total MVPA, MVPA done in bouts ≥10 min (MVPA(10+)), and MVPA done in bouts <10 min (MVPA(<10)) were calculated. MVPA exposures were related to individual CVD risk factors, including measures of adiposity and blood lipid and glucose levels, using linear and logistic regression. RESULTS: Total MVPA was significantly associated with higher HDL levels and with lower triglycerides, BMI, waist circumference, and Framingham risk score (P < 0.0001). MVPA(<10) showed similar statistically significant associations with these CVD risk factors (P < 0.001). Compliance with national guidelines (≥150 min of total MVPA) was significantly related to lower BMI, triglycerides, Framingham risk score, waist circumference, higher HDL, and a lower prevalence of obesity and impaired fasting glucose (P < 0.001 for all). CONCLUSIONS: Our cross-sectional observations on a large middle-age community-based sample confirm a positive association of MVPA with a healthier CVD risk factor profile and indicate that accruing PA in bouts <10 min may favorably influence cardiometabolic risk. Additional investigations are warranted to confirm our findings.


Subject(s)
Cardiovascular Diseases/etiology , Exercise/physiology , Accelerometry , Adult , Cardiovascular Diseases/prevention & control , Cross-Sectional Studies , Female , Health Status Indicators , Humans , Linear Models , Logistic Models , Male , Middle Aged , Risk Factors , Time Factors
14.
Am J Hum Genet ; 91(4): 744-53, 2012 Oct 05.
Article in English | MEDLINE | ID: mdl-23022100

ABSTRACT

Many disorders are associated with altered serum protein concentrations, including malnutrition, cancer, and cardiovascular, kidney, and inflammatory diseases. Although these protein concentrations are highly heritable, relatively little is known about their underlying genetic determinants. Through transethnic meta-analysis of European-ancestry and Japanese genome-wide association studies, we identified six loci at genome-wide significance (p < 5 × 10(-8)) for serum albumin (HPN-SCN1B, GCKR-FNDC4, SERPINF2-WDR81, TNFRSF11A-ZCCHC2, FRMD5-WDR76, and RPS11-FCGRT, in up to 53,190 European-ancestry and 9,380 Japanese individuals) and three loci for total protein (TNFRS13B, 6q21.3, and ELL2, in up to 25,539 European-ancestry and 10,168 Japanese individuals). We observed little evidence of heterogeneity in allelic effects at these loci between groups of European and Japanese ancestry but obtained substantial improvements in the resolution of fine mapping of potential causal variants by leveraging transethnic differences in the distribution of linkage disequilibrium. We demonstrated a functional role for the most strongly associated serum albumin locus, HPN, for which Hpn knockout mice manifest low plasma albumin concentrations. Other loci associated with serum albumin harbor genes related to ribosome function, protein translation, and proteasomal degradation, whereas those associated with serum total protein include genes related to immune function. Our results highlight the advantages of transethnic meta-analysis for the discovery and fine mapping of complex trait loci and have provided initial insights into the underlying genetic architecture of serum protein concentrations and their association with human disease.


Subject(s)
Blood Proteins/genetics , Blood Proteins/metabolism , Genetic Loci , Genetic Predisposition to Disease/genetics , Adult , Aged , Alleles , Animals , Asian People/genetics , Chromosome Mapping/methods , Female , Genome-Wide Association Study/methods , Humans , Linkage Disequilibrium/genetics , Male , Mice , Middle Aged , Protein Biosynthesis/genetics , Proteolysis , Ribosomes/genetics , Serum Albumin/genetics , White People/genetics
15.
J Clin Endocrinol Metab ; 97(10): E1943-7, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22855337

ABSTRACT

CONTEXT: Fetuin-A, retinol-binding protein 4 (RBP4), and fatty-acid binding protein 4 (FABP4) are novel biomarkers that may link adiposity to insulin resistance and the metabolic syndrome (MetSyn). OBJECTIVE: The aim of this study was to investigate the correlates of these three adiposity biomarkers in a large community-based sample. DESIGN, SETTING, PARTICIPANTS, AND OUTCOMES: Serum concentrations of fetuin-A, RBP4, and FABP4 were assayed in 3658 participants of the Third Generation Framingham Heart Study cohort (mean age 40 yr, 54% women). We used multivariable regression to cross-sectionally relate biomarkers to insulin resistance, cardiovascular risk factors, and the MetSyn. The genetic contribution to inter-individual variation in biomarker levels was assessed using variance-components analysis. RESULTS: All three biomarkers exhibited sexual dimorphisms (levels higher in women for fetuin-A and FABP4 but greater in men for RBP4) and were associated positively with insulin resistance assessed using the homeostasis model, with high-sensitivity C-reactive protein, and with prevalent MetSyn (P<0.01 for all). The biomarkers showed distinct patterns of association with metabolic risk factors. RBP4 levels were correlated with body mass index only in unadjusted but not in adjusted models. None of the biomarkers were associated with prevalent diabetes in multivariable models. Circulating fetuin-A, RBP4, and FABP4 levels showed modest heritability, ranging from 15-44% (all P<0.0001). CONCLUSIONS: In our large young- to middle-aged community-based sample, we observed that circulating levels of fetuin-A, RBP4, and FABP4 are associated with insulin resistance and with distinct components of MetSyn consistent with the multifactorial pathogenesis of metabolic dysregulation.


Subject(s)
Cardiovascular Diseases/metabolism , Fatty Acid-Binding Proteins/blood , Insulin Resistance/physiology , Metabolic Syndrome/metabolism , Retinol-Binding Proteins, Plasma/metabolism , alpha-2-HS-Glycoprotein/metabolism , Adiposity/physiology , Adult , Biomarkers/blood , Body Mass Index , C-Reactive Protein/metabolism , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/genetics , Fatty Acid-Binding Proteins/genetics , Female , Humans , Male , Massachusetts/epidemiology , Metabolic Syndrome/epidemiology , Metabolic Syndrome/genetics , Middle Aged , Multivariate Analysis , Retinol-Binding Proteins, Plasma/genetics , Risk Factors , Sex Characteristics , Sex Distribution , alpha-2-HS-Glycoprotein/genetics
16.
Cytokine ; 60(2): 341-5, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22878343

ABSTRACT

CONTEXT: Transforming growth factor-beta1 (TGF-B1) is a highly pleiotropic cytokine whose functions include a central role in the induction of fibrosis. OBJECTIVE: To investigate the hypothesis that elevated plasma levels of TGF-B1 are positively associated with incident heart failure (HF). PARTICIPANTS AND METHODS: The hypotheses were tested using a two-phase case-control study design, ancillary to the Cardiovascular Health Study - a longitudinal, population-based cohort study. Cases were defined as having an incident HF event after their 1992-1993 exam and controls were free of HF at follow-up. TGF-B1 was measured using plasma collected in 1992-1993 and data from 89 cases and 128 controls were used for analysis. The association between TGF-B1 and risk of HF was evaluated using the weighted likelihood method, and odds ratios (OR) for risk of HF were calculated for TGF-B1 as a continuous linear variable and across quartiles of TGF-B1. RESULTS: The OR for HF was 1.88 (95% confidence intervals [CI] 1.26-2.81) for each nanogram increase in TGF-B1, and the OR for the highest quartile (compared to the lowest) of TGF-B1 was 5.79 (95% CI 1.65-20.34), after adjustment for age, sex, C-reactive protein, platelet count and digoxin use. Further adjustment with other covariates did not change the results. CONCLUSIONS: Higher levels of plasma TGF-B1 were associated with an increased risk of incident heart failure among older adults. However, further study is needed in larger samples to confirm these findings.


Subject(s)
Health , Heart Failure/blood , Heart Failure/epidemiology , Transforming Growth Factor beta1/blood , Aged , Case-Control Studies , Humans , Incidence , United States/epidemiology
17.
PLoS One ; 7(5): e36473, 2012.
Article in English | MEDLINE | ID: mdl-22629316

ABSTRACT

BACKGROUND: Whereas it is well established that plasma lipid levels have substantial heritability within populations, it remains unclear how many of the genetic determinants reported in previous studies (largely performed in European American cohorts) are relevant in different ethnicities. METHODOLOGY/PRINCIPAL FINDINGS: We tested a set of ∼50,000 polymorphisms from ∼2,000 candidate genes and genetic loci from genome-wide association studies (GWAS) for association with low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) in 25,000 European Americans and 9,000 African Americans in the National Heart, Lung, and Blood Institute (NHLBI) Candidate Gene Association Resource (CARe). We replicated associations for a number of genes in one or both ethnicities and identified a novel lipid-associated variant in a locus harboring ICAM1. We compared the architecture of genetic loci associated with lipids in both African Americans and European Americans and found that the same genes were relevant across ethnic groups but the specific associated variants at each gene often differed. CONCLUSIONS/SIGNIFICANCE: We identify or provide further evidence for a number of genetic determinants of plasma lipid levels through population association studies. In many loci the determinants appear to differ substantially between African Americans and European Americans.


Subject(s)
Black or African American/genetics , Cholesterol, HDL/genetics , Cholesterol, LDL/genetics , Polymorphism, Single Nucleotide , Triglycerides/genetics , White People/genetics , Genetic Association Studies , Genetic Loci , Humans
18.
Nat Genet ; 44(6): 670-5, 2012 Apr 29.
Article in English | MEDLINE | ID: mdl-22544366

ABSTRACT

Atrial fibrillation is a highly prevalent arrhythmia and a major risk factor for stroke, heart failure and death. We conducted a genome-wide association study (GWAS) in individuals of European ancestry, including 6,707 with and 52,426 without atrial fibrillation. Six new atrial fibrillation susceptibility loci were identified and replicated in an additional sample of individuals of European ancestry, including 5,381 subjects with and 10,030 subjects without atrial fibrillation (P < 5 × 10(-8)). Four of the loci identified in Europeans were further replicated in silico in a GWAS of Japanese individuals, including 843 individuals with and 3,350 individuals without atrial fibrillation. The identified loci implicate candidate genes that encode transcription factors related to cardiopulmonary development, cardiac-expressed ion channels and cell signaling molecules.


Subject(s)
Atrial Fibrillation/genetics , Genetic Predisposition to Disease , Adolescent , Adult , Aged , Aged, 80 and over , Asian People/genetics , Child , Child, Preschool , Female , Genetic Loci , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Humans , Infant , Infant, Newborn , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors , White People/genetics , Young Adult
19.
Diabetes ; 61(5): 1291-6, 2012 May.
Article in English | MEDLINE | ID: mdl-22415877

ABSTRACT

Gene-lifestyle interactions have been suggested to contribute to the development of type 2 diabetes. Glucose levels 2 h after a standard 75-g glucose challenge are used to diagnose diabetes and are associated with both genetic and lifestyle factors. However, whether these factors interact to determine 2-h glucose levels is unknown. We meta-analyzed single nucleotide polymorphism (SNP) × BMI and SNP × physical activity (PA) interaction regression models for five SNPs previously associated with 2-h glucose levels from up to 22 studies comprising 54,884 individuals without diabetes. PA levels were dichotomized, with individuals below the first quintile classified as inactive (20%) and the remainder as active (80%). BMI was considered a continuous trait. Inactive individuals had higher 2-h glucose levels than active individuals (ß = 0.22 mmol/L [95% CI 0.13-0.31], P = 1.63 × 10(-6)). All SNPs were associated with 2-h glucose (ß = 0.06-0.12 mmol/allele, P ≤ 1.53 × 10(-7)), but no significant interactions were found with PA (P > 0.18) or BMI (P ≥ 0.04). In this large study of gene-lifestyle interaction, we observed no interactions between genetic and lifestyle factors, both of which were associated with 2-h glucose. It is perhaps unlikely that top loci from genome-wide association studies will exhibit strong subgroup-specific effects, and may not, therefore, make the best candidates for the study of interactions.


Subject(s)
Blood Glucose/genetics , Blood Glucose/metabolism , Gene Expression Regulation/physiology , Motor Activity/physiology , Body Mass Index , Epigenesis, Genetic , Genotype , Humans , Life Style , Polymorphism, Single Nucleotide
20.
Circulation ; 124(25): 2855-64, 2011 Dec 20.
Article in English | MEDLINE | ID: mdl-22144573

ABSTRACT

BACKGROUND: Coronary artery calcification (CAC) detected by computed tomography is a noninvasive measure of coronary atherosclerosis, which underlies most cases of myocardial infarction (MI). We sought to identify common genetic variants associated with CAC and further investigate their associations with MI. METHODS AND RESULTS: Computed tomography was used to assess quantity of CAC. A meta-analysis of genome-wide association studies for CAC was performed in 9961 men and women from 5 independent community-based cohorts, with replication in 3 additional independent cohorts (n=6032). We examined the top single-nucleotide polymorphisms (SNPs) associated with CAC quantity for association with MI in multiple large genome-wide association studies of MI. Genome-wide significant associations with CAC for SNPs on chromosome 9p21 near CDKN2A and CDKN2B (top SNP: rs1333049; P=7.58×10(-19)) and 6p24 (top SNP: rs9349379, within the PHACTR1 gene; P=2.65×10(-11)) replicated for CAC and for MI. Additionally, there is evidence for concordance of SNP associations with both CAC and MI at a number of other loci, including 3q22 (MRAS gene), 13q34 (COL4A1/COL4A2 genes), and 1p13 (SORT1 gene). CONCLUSIONS: SNPs in the 9p21 and PHACTR1 gene loci were strongly associated with CAC and MI, and there are suggestive associations with both CAC and MI of SNPs in additional loci. Multiple genetic loci are associated with development of both underlying coronary atherosclerosis and clinical events.


Subject(s)
Calcinosis/genetics , Coronary Artery Disease/genetics , Genome-Wide Association Study , Myocardial Infarction/genetics , Adult , Aged , Aged, 80 and over , Calcinosis/diagnostic imaging , Calcinosis/epidemiology , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/epidemiology , Female , Follow-Up Studies , Humans , Male , Middle Aged , Myocardial Infarction/diagnostic imaging , Myocardial Infarction/epidemiology , Polymorphism, Single Nucleotide/genetics , Radiography , Risk Factors
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